"horse radish" origin

Hey, some of my buddies were trying to figure out the origin of the word “horse radish.” I knew that if the answer were to be found, that you guys would be the place to go. Any leads?

I always thought it was because horses enjoy eating it. But I could very well be wrong.

Maybe because it has some kick to it.